Profiling Report

Dataset statistics

Number of variables	17
Number of observations	68672
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	8.9 MiB
Average record size in memory	136.0 B

Variable types

Numeric	9
Text	4
Categorical	4

Alerts

`END_SLK` is highly overall correlated with `END_TRUE_DIST` and 1 other fields	High correlation
`END_TRUE_DIST` is highly overall correlated with `END_SLK` and 1 other fields	High correlation
`GEOLOCSTLength` is highly overall correlated with `END_SLK` and 1 other fields	High correlation
`LG_NO` is highly overall correlated with `RA_NAME`	High correlation
`NETWORK_TYPE` is highly overall correlated with `SPEED_LIMIT` and 2 other fields	High correlation
`RA_NAME` is highly overall correlated with `LG_NO`	High correlation
`SPEED_LIMIT` is highly overall correlated with `NETWORK_TYPE`	High correlation
`START_SLK` is highly overall correlated with `NETWORK_TYPE` and 1 other fields	High correlation
`START_TRUE_DIST` is highly overall correlated with `NETWORK_TYPE` and 1 other fields	High correlation
`CWY` is highly imbalanced (85.2%)	Imbalance
`NETWORK_TYPE` is highly imbalanced (70.5%)	Imbalance
`SPEED_LIMIT` is highly imbalanced (64.1%)	Imbalance
`START_SLK` is highly skewed (γ1 = 24.64322751)	Skewed
`END_SLK` is highly skewed (γ1 = 24.06224455)	Skewed
`START_TRUE_DIST` is highly skewed (γ1 = 24.73083934)	Skewed
`END_TRUE_DIST` is highly skewed (γ1 = 24.14762603)	Skewed
`OBJECTID` is uniformly distributed	Uniform
`OBJECTID` has unique values	Unique
`START_SLK` has 59959 (87.3%) zeros	Zeros
`START_TRUE_DIST` has 60005 (87.4%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 15:07:15.757789
Analysis finished	2023-12-12 15:07:24.339059
Duration	8.58 seconds
Software version	ydata-profiling vv4.6.3
Download configuration	config.json

OBJECTID
Real number (ℝ)

UNIFORM UNIQUE

Distinct	68672
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	84193446

Minimum	84159111
Maximum	84227782
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	536.6 KiB

Quantile statistics

Minimum	84159111
5-th percentile	84162545
Q1	84176279
median	84193446
Q3	84210614
95-th percentile	84224348
Maximum	84227782
Range	68671
Interquartile range (IQR)	34335.5

Descriptive statistics

Standard deviation	19824.043
Coefficient of variation (CV)	0.00023545827
Kurtosis	-1.2
Mean	84193446
Median Absolute Deviation (MAD)	17168
Skewness	0
Sum	5.7817324 × 10¹²
Variance	3.9299269 × 10⁸
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
84159111	1	< 0.1%
84204898	1	< 0.1%
84204884	1	< 0.1%
84204885	1	< 0.1%
84204886	1	< 0.1%
84204887	1	< 0.1%
84204888	1	< 0.1%
84204889	1	< 0.1%
84204890	1	< 0.1%
84204891	1	< 0.1%
Other values (68662)	68662	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
84159111	1	< 0.1%
84159112	1	< 0.1%
84159113	1	< 0.1%
84159114	1	< 0.1%
84159115	1	< 0.1%
84159116	1	< 0.1%
84159117	1	< 0.1%
84159118	1	< 0.1%
84159119	1	< 0.1%
84159120	1	< 0.1%

Value	Count	Frequency (%)
84227782	1	< 0.1%
84227781	1	< 0.1%
84227780	1	< 0.1%
84227779	1	< 0.1%
84227778	1	< 0.1%
84227777	1	< 0.1%
84227776	1	< 0.1%
84227775	1	< 0.1%
84227774	1	< 0.1%
84227773	1	< 0.1%

ROAD
Text

Distinct	59783
Distinct (%)	87.1%
Missing	0
Missing (%)	0.0%
Memory size	536.6 KiB

Length

Max length	7
Median length	7
Mean length	6.8438228
Min length	4

Characters and Unicode

Total characters	469979
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	55604 ?
Unique (%)	81.0%

Sample

1st row	2110042
2nd row	2040155
3rd row	2040149
4th row	2040145
5th row	2040144

Value	Count	Frequency (%)
h009	200	0.3%
h006	177	0.3%
h005	152	0.2%
m031	104	0.2%
h001	99	0.1%
h043	84	0.1%
h002	70	0.1%
h017	70	0.1%
h007	67	0.1%
m037	61	0.1%
Other values (59773)	67588	98.4%

Most occurring characters

Value	Count	Frequency (%)
0	119875	25.5%
1	103138	21.9%
2	50670	10.8%
3	37713	8.0%
4	33496	7.1%
5	33086	7.0%
6	24044	5.1%
7	22233	4.7%
8	21374	4.5%
9	20775	4.4%
Other values (2)	3575	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	466404	99.2%
Uppercase Letter	3575	0.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	119875	25.7%
1	103138	22.1%
2	50670	10.9%
3	37713	8.1%
4	33496	7.2%
5	33086	7.1%
6	24044	5.2%
7	22233	4.8%
8	21374	4.6%
9	20775	4.5%

Uppercase Letter

Value	Count	Frequency (%)
H	2587	72.4%
M	988	27.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	466404	99.2%
Latin	3575	0.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	119875	25.7%
1	103138	22.1%
2	50670	10.9%
3	37713	8.1%
4	33496	7.2%
5	33086	7.1%
6	24044	5.2%
7	22233	4.8%
8	21374	4.6%
9	20775	4.5%

Latin

Value	Count	Frequency (%)
H	2587	72.4%
M	988	27.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	469979	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	119875	25.5%
1	103138	21.9%
2	50670	10.8%
3	37713	8.0%
4	33496	7.1%
5	33086	7.0%
6	24044	5.1%
7	22233	4.7%
8	21374	4.5%
9	20775	4.4%
Other values (2)	3575	0.8%

ROAD_NAME
Text

Distinct	45773
Distinct (%)	66.7%
Missing	0
Missing (%)	0.0%
Memory size	536.6 KiB

Length

Max length	69
Median length	66
Mean length	11.256407
Min length	4

Characters and Unicode

Total characters	773000
Distinct characters	73
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	36897 ?
Unique (%)	53.7%

Sample

1st row	Hacket Rd
2nd row	Knight St
3rd row	Timperley Rd
4th row	Mossop St
5th row	Guthrie St

Value	Count	Frequency (%)
rd	20173	13.2%
st	13180	8.6%
wy	4690	3.1%
pl	4374	2.9%
ct	3806	2.5%
dr	2604	1.7%
l	2526	1.7%
av	2365	1.5%
hwy	1954	1.3%
cl	1756	1.2%
Other values (25126)	95163	62.4%

Most occurring characters

Value	Count	Frequency (%)
	83942	10.9%
e	53734	7.0%
a	50182	6.5%
r	47445	6.1%
t	44287	5.7%
n	42499	5.5%
o	41845	5.4%
l	39297	5.1%
d	38049	4.9%
i	32188	4.2%
Other values (63)	299532	38.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	531196	68.7%
Uppercase Letter	151059	19.5%
Space Separator	83942	10.9%
Decimal Number	1851	0.2%
Other Punctuation	1500	0.2%
Dash Punctuation	1183	0.2%
Open Punctuation	1135	0.1%
Close Punctuation	1133	0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	53734	10.1%
a	50182	9.4%
r	47445	8.9%
t	44287	8.3%
n	42499	8.0%
o	41845	7.9%
l	39297	7.4%
d	38049	7.2%
i	32188	6.1%
s	22580	4.3%
Other values (16)	119090	22.4%

Uppercase Letter

Value	Count	Frequency (%)
R	25470	16.9%
S	20345	13.5%
C	15217	10.1%
W	10298	6.8%
P	9450	6.3%
B	8266	5.5%
L	7426	4.9%
M	7244	4.8%
H	6324	4.2%
A	6279	4.2%
Other values (16)	34740	23.0%

Decimal Number

Value	Count	Frequency (%)
1	288	15.6%
4	287	15.5%
3	267	14.4%
2	179	9.7%
7	155	8.4%
5	153	8.3%
0	146	7.9%
8	144	7.8%
6	118	6.4%
9	114	6.2%

Other Punctuation

Value	Count	Frequency (%)
.	1307	87.1%
'	148	9.9%
&	22	1.5%
/	13	0.9%
:	7	0.5%
#	3	0.2%

Space Separator

Value	Count	Frequency (%)
	83942	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1183	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1135	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1133	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	682255	88.3%
Common	90745	11.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	53734	7.9%
a	50182	7.4%
r	47445	7.0%
t	44287	6.5%
n	42499	6.2%
o	41845	6.1%
l	39297	5.8%
d	38049	5.6%
i	32188	4.7%
R	25470	3.7%
Other values (42)	267259	39.2%

Common

Value	Count	Frequency (%)
	83942	92.5%
.	1307	1.4%
-	1183	1.3%
(	1135	1.3%
)	1133	1.2%
1	288	0.3%
4	287	0.3%
3	267	0.3%
2	179	0.2%
7	155	0.2%
Other values (11)	869	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	773000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	83942	10.9%
e	53734	7.0%
a	50182	6.5%
r	47445	6.1%
t	44287	5.7%
n	42499	5.5%
o	41845	5.4%
l	39297	5.1%
d	38049	4.9%
i	32188	4.2%
Other values (63)	299532	38.7%

COMMON_USAGE_NAME
Text

Distinct	45839
Distinct (%)	66.8%
Missing	0
Missing (%)	0.0%
Memory size	536.6 KiB

Length

Max length	69
Median length	66
Mean length	11.230341
Min length	4

Characters and Unicode

Total characters	771210
Distinct characters	73
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	36906 ?
Unique (%)	53.7%

Sample

1st row	Hacket Rd
2nd row	Knight St
3rd row	Timperley Rd
4th row	Mossop St
5th row	Guthrie St

Value	Count	Frequency (%)
rd	20974	13.7%
st	13395	8.8%
wy	4686	3.1%
pl	4377	2.9%
ct	3806	2.5%
dr	2650	1.7%
l	2526	1.7%
av	2395	1.6%
cl	1756	1.1%
hwy	1729	1.1%
Other values (25147)	94564	61.9%

Most occurring characters

Value	Count	Frequency (%)
	84209	10.9%
e	53400	6.9%
a	49865	6.5%
r	46951	6.1%
t	44463	5.8%
n	42313	5.5%
o	41229	5.3%
l	38810	5.0%
d	38732	5.0%
i	32025	4.2%
Other values (63)	299213	38.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	528736	68.6%
Uppercase Letter	151369	19.6%
Space Separator	84209	10.9%
Decimal Number	1888	0.2%
Other Punctuation	1529	0.2%
Dash Punctuation	1220	0.2%
Open Punctuation	1130	0.1%
Close Punctuation	1128	0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	53400	10.1%
a	49865	9.4%
r	46951	8.9%
t	44463	8.4%
n	42313	8.0%
o	41229	7.8%
l	38810	7.3%
d	38732	7.3%
i	32025	6.1%
s	22711	4.3%
Other values (16)	118237	22.4%

Uppercase Letter

Value	Count	Frequency (%)
R	26319	17.4%
S	20633	13.6%
C	15100	10.0%
W	10295	6.8%
P	9484	6.3%
B	8231	5.4%
L	7277	4.8%
M	7007	4.6%
A	6282	4.2%
H	6128	4.0%
Other values (16)	34613	22.9%

Decimal Number

Value	Count	Frequency (%)
1	296	15.7%
4	287	15.2%
3	277	14.7%
2	180	9.5%
0	159	8.4%
5	156	8.3%
7	153	8.1%
8	145	7.7%
6	121	6.4%
9	114	6.0%

Other Punctuation

Value	Count	Frequency (%)
.	1331	87.1%
'	149	9.7%
&	23	1.5%
/	16	1.0%
:	7	0.5%
#	3	0.2%

Space Separator

Value	Count	Frequency (%)
	84209	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1220	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1130	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1128	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	680105	88.2%
Common	91105	11.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	53400	7.9%
a	49865	7.3%
r	46951	6.9%
t	44463	6.5%
n	42313	6.2%
o	41229	6.1%
l	38810	5.7%
d	38732	5.7%
i	32025	4.7%
R	26319	3.9%
Other values (42)	265998	39.1%

Common

Value	Count	Frequency (%)
	84209	92.4%
.	1331	1.5%
-	1220	1.3%
(	1130	1.2%
)	1128	1.2%
1	296	0.3%
4	287	0.3%
3	277	0.3%
2	180	0.2%
0	159	0.2%
Other values (11)	888	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	771210	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	84209	10.9%
e	53400	6.9%
a	49865	6.5%
r	46951	6.1%
t	44463	5.8%
n	42313	5.5%
o	41229	5.3%
l	38810	5.0%
d	38732	5.0%
i	32025	4.2%
Other values (63)	299213	38.8%

START_SLK
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	3571
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.6446895

Minimum	0
Maximum	3194.2
Zeros	59959
Zeros (%)	87.3%
Negative	0
Negative (%)	0.0%
Memory size	536.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4.83
Maximum	3194.2
Range	3194.2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	96.190029
Coefficient of variation (CV)	12.582595
Kurtosis	701.92989
Mean	7.6446895
Median Absolute Deviation (MAD)	0
Skewness	24.643228
Sum	524976.12
Variance	9252.5217
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	59959	87.3%
0.09	110	0.2%
0.1	96	0.1%
0.08	84	0.1%
0.03	80	0.1%
0.02	75	0.1%
0.06	70	0.1%
0.07	65	0.1%
0.05	64	0.1%
0.04	61	0.1%
Other values (3561)	8008	11.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	59959	87.3%
0.006	1	< 0.1%
0.01	35	0.1%
0.011	1	< 0.1%
0.012	3	< 0.1%
0.013	1	< 0.1%
0.015	1	< 0.1%
0.02	75	0.1%
0.022	1	< 0.1%
0.023	1	< 0.1%

Value	Count	Frequency (%)
3194.2	1	< 0.1%
3194.18	1	< 0.1%
3193.98	1	< 0.1%
3193.69	1	< 0.1%
3193.45	1	< 0.1%
3189.86	1	< 0.1%
3189.34	1	< 0.1%
3188.17	1	< 0.1%
3188.03	1	< 0.1%
3186.18	1	< 0.1%

END_SLK
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	5875
Distinct (%)	8.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.8074911

Minimum	0.01
Maximum	3194.66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	536.6 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.07
Q1	0.16
median	0.366
Q3	1.26
95-th percentile	19.8335
Maximum	3194.66
Range	3194.65
Interquartile range (IQR)	1.1

Descriptive statistics

Standard deviation	97.663996
Coefficient of variation (CV)	9.9581019
Kurtosis	675.2453
Mean	9.8074911
Median Absolute Deviation (MAD)	0.266
Skewness	24.062245
Sum	673500.03
Variance	9538.2561
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.08	1764	2.6%
0.1	1564	2.3%
0.09	1468	2.1%
0.12	1328	1.9%
0.11	1293	1.9%
0.16	1252	1.8%
0.13	1170	1.7%
0.15	1157	1.7%
0.14	1137	1.7%
0.07	1123	1.6%
Other values (5865)	55416	80.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	46	0.1%
0.011	1	< 0.1%
0.013	2	< 0.1%
0.015	3	< 0.1%
0.017	2	< 0.1%
0.018	2	< 0.1%
0.019	1	< 0.1%
0.02	153	0.2%
0.022	2	< 0.1%
0.023	1	< 0.1%

Value	Count	Frequency (%)
3194.66	1	< 0.1%
3194.2	1	< 0.1%
3194.18	1	< 0.1%
3193.98	1	< 0.1%
3193.69	1	< 0.1%
3193.45	1	< 0.1%
3189.86	1	< 0.1%
3189.04	1	< 0.1%
3188.28	1	< 0.1%
3188.03	1	< 0.1%

CWY
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	536.6 KiB

Single	66502
Left	1098
Right	1072

Length

Max length	6
Median length	6
Mean length	5.9524115
Min length	4

Characters and Unicode

Total characters	408764
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Single
2nd row	Single
3rd row	Single
4th row	Single
5th row	Single

Common Values

Value	Count	Frequency (%)
Single	66502	96.8%
Left	1098	1.6%
Right	1072	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
single	66502	96.8%
left	1098	1.6%
right	1072	1.6%

Most occurring characters

Value	Count	Frequency (%)
e	67600	16.5%
i	67574	16.5%
g	67574	16.5%
S	66502	16.3%
n	66502	16.3%
l	66502	16.3%
t	2170	0.5%
L	1098	0.3%
f	1098	0.3%
R	1072	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	340092	83.2%
Uppercase Letter	68672	16.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	67600	19.9%
i	67574	19.9%
g	67574	19.9%
n	66502	19.6%
l	66502	19.6%
t	2170	0.6%
f	1098	0.3%
h	1072	0.3%

Uppercase Letter

Value	Count	Frequency (%)
S	66502	96.8%
L	1098	1.6%
R	1072	1.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	408764	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	67600	16.5%
i	67574	16.5%
g	67574	16.5%
S	66502	16.3%
n	66502	16.3%
l	66502	16.3%
t	2170	0.5%
L	1098	0.3%
f	1098	0.3%
R	1072	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	408764	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	67600	16.5%
i	67574	16.5%
g	67574	16.5%
S	66502	16.3%
n	66502	16.3%
l	66502	16.3%
t	2170	0.5%
L	1098	0.3%
f	1098	0.3%
R	1072	0.3%

START_TRUE_DIST
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	3549
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.5768295

Minimum	0
Maximum	3194.55
Zeros	60005
Zeros (%)	87.4%
Negative	0
Negative (%)	0.0%
Memory size	536.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4.61
Maximum	3194.55
Range	3194.55
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	96.104057
Coefficient of variation (CV)	12.683941
Kurtosis	705.91581
Mean	7.5768295
Median Absolute Deviation (MAD)	0
Skewness	24.730839
Sum	520316.03
Variance	9235.9898
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	60005	87.4%
0.09	110	0.2%
0.1	96	0.1%
0.08	84	0.1%
0.03	78	0.1%
0.02	73	0.1%
0.06	69	0.1%
0.05	65	0.1%
0.07	65	0.1%
0.17	62	0.1%
Other values (3539)	7965	11.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	60005	87.4%
0.01	32	< 0.1%
0.011	1	< 0.1%
0.012	2	< 0.1%
0.013	1	< 0.1%
0.015	1	< 0.1%
0.02	73	0.1%
0.022	1	< 0.1%
0.023	1	< 0.1%
0.024	2	< 0.1%

Value	Count	Frequency (%)
3194.55	1	< 0.1%
3194.53	1	< 0.1%
3194.33	1	< 0.1%
3194.04	1	< 0.1%
3193.8	1	< 0.1%
3190.21	1	< 0.1%
3189.69	1	< 0.1%
3188.82	1	< 0.1%
3188.57	1	< 0.1%
3186.72	1	< 0.1%

END_TRUE_DIST
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	5837
Distinct (%)	8.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.739631

Minimum	0.01
Maximum	3195.01
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	536.6 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.06955
Q1	0.16
median	0.365
Q3	1.25
95-th percentile	19.609
Maximum	3195.01
Range	3195
Interquartile range (IQR)	1.09

Descriptive statistics

Standard deviation	97.577041
Coefficient of variation (CV)	10.018556
Kurtosis	679.10263
Mean	9.739631
Median Absolute Deviation (MAD)	0.265
Skewness	24.147626
Sum	668839.94
Variance	9521.2789
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.08	1765	2.6%
0.1	1563	2.3%
0.09	1468	2.1%
0.12	1330	1.9%
0.11	1293	1.9%
0.16	1252	1.8%
0.13	1169	1.7%
0.15	1157	1.7%
0.14	1137	1.7%
0.07	1123	1.6%
Other values (5827)	55415	80.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	46	0.1%
0.011	1	< 0.1%
0.013	2	< 0.1%
0.015	3	< 0.1%
0.017	2	< 0.1%
0.018	2	< 0.1%
0.019	1	< 0.1%
0.02	153	0.2%
0.022	2	< 0.1%
0.023	1	< 0.1%

Value	Count	Frequency (%)
3195.01	1	< 0.1%
3194.55	1	< 0.1%
3194.53	1	< 0.1%
3194.33	1	< 0.1%
3194.04	1	< 0.1%
3193.8	1	< 0.1%
3190.21	1	< 0.1%
3189.69	1	< 0.1%
3188.82	1	< 0.1%
3188.57	1	< 0.1%

NETWORK_TYPE
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	536.6 KiB

Local Road	65097
State Road	3575

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	686720
Distinct characters	11
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Local Road
2nd row	Local Road
3rd row	Local Road
4th row	Local Road
5th row	Local Road

Common Values

Value	Count	Frequency (%)
Local Road	65097	94.8%
State Road	3575	5.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
road	68672	50.0%
local	65097	47.4%
state	3575	2.6%

Most occurring characters

Value	Count	Frequency (%)
a	137344	20.0%
o	133769	19.5%
	68672	10.0%
R	68672	10.0%
d	68672	10.0%
L	65097	9.5%
c	65097	9.5%
l	65097	9.5%
t	7150	1.0%
S	3575	0.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	480704	70.0%
Uppercase Letter	137344	20.0%
Space Separator	68672	10.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	137344	28.6%
o	133769	27.8%
d	68672	14.3%
c	65097	13.5%
l	65097	13.5%
t	7150	1.5%
e	3575	0.7%

Uppercase Letter

Value	Count	Frequency (%)
R	68672	50.0%
L	65097	47.4%
S	3575	2.6%

Space Separator

Value	Count	Frequency (%)
	68672	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	618048	90.0%
Common	68672	10.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	137344	22.2%
o	133769	21.6%
R	68672	11.1%
d	68672	11.1%
L	65097	10.5%
c	65097	10.5%
l	65097	10.5%
t	7150	1.2%
S	3575	0.6%
e	3575	0.6%

Common

Value	Count	Frequency (%)
	68672	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	686720	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	137344	20.0%
o	133769	19.5%
	68672	10.0%
R	68672	10.0%
d	68672	10.0%
L	65097	9.5%
c	65097	9.5%
l	65097	9.5%
t	7150	1.0%
S	3575	0.5%

RA_NO
Real number (ℝ)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4395969

Minimum	1
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	536.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	6
median	7
Q3	7
95-th percentile	14
Maximum	14
Range	13
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.0114784
Coefficient of variation (CV)	0.46765014
Kurtosis	0.74995767
Mean	6.4395969
Median Absolute Deviation (MAD)	0
Skewness	0.17102201
Sum	442220
Variance	9.0690022
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
7	36010	52.4%
2	10418	15.2%
8	9347	13.6%
1	4056	5.9%
14	3914	5.7%
5	2241	3.3%
11	1673	2.4%
6	1013	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4056	5.9%
2	10418	15.2%
5	2241	3.3%
6	1013	1.5%
7	36010	52.4%
8	9347	13.6%
11	1673	2.4%
14	3914	5.7%

Value	Count	Frequency (%)
14	3914	5.7%
11	1673	2.4%
8	9347	13.6%
7	36010	52.4%
6	1013	1.5%
5	2241	3.3%
2	10418	15.2%
1	4056	5.9%

RA_NAME
Categorical

HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	536.6 KiB

Metropolitan	36010
South West	10418
Wheatbelt	9347
Great Southern	4056
Mid West-Gascoyne	3914
Other values (3)	4927

Length

Max length	22
Median length	12
Mean length	11.851628
Min length	7

Characters and Unicode

Total characters	813875
Distinct characters	27
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	South West
2nd row	South West
3rd row	South West
4th row	South West
5th row	South West

Common Values

Value	Count	Frequency (%)
Metropolitan	36010	52.4%
South West	10418	15.2%
Wheatbelt	9347	13.6%
Great Southern	4056	5.9%
Mid West-Gascoyne	3914	5.7%
Goldfields - Esperance	2241	3.3%
Pilbara	1673	2.4%
Kimberley	1013	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
metropolitan	36010	39.3%
south	10418	11.4%
west	10418	11.4%
wheatbelt	9347	10.2%
great	4056	4.4%
southern	4056	4.4%
mid	3914	4.3%
west-gascoyne	3914	4.3%
goldfields	2241	2.4%
	2241	2.4%
Other values (3)	4927	5.4%

Most occurring characters

Value	Count	Frequency (%)
t	123576	15.2%
o	92649	11.4%
e	89811	11.0%
a	58914	7.2%
l	52525	6.5%
r	49049	6.0%
n	46221	5.7%
i	44851	5.5%
M	39924	4.9%
p	38251	4.7%
Other values (17)	178104	21.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	691635	85.0%
Uppercase Letter	93215	11.5%
Space Separator	22870	2.8%
Dash Punctuation	6155	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	123576	17.9%
o	92649	13.4%
e	89811	13.0%
a	58914	8.5%
l	52525	7.6%
r	49049	7.1%
n	46221	6.7%
i	44851	6.5%
p	38251	5.5%
h	23821	3.4%
Other values (8)	71967	10.4%

Uppercase Letter

Value	Count	Frequency (%)
M	39924	42.8%
W	23679	25.4%
S	14474	15.5%
G	10211	11.0%
E	2241	2.4%
P	1673	1.8%
K	1013	1.1%

Space Separator

Value	Count	Frequency (%)
	22870	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6155	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	784850	96.4%
Common	29025	3.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	123576	15.7%
o	92649	11.8%
e	89811	11.4%
a	58914	7.5%
l	52525	6.7%
r	49049	6.2%
n	46221	5.9%
i	44851	5.7%
M	39924	5.1%
p	38251	4.9%
Other values (15)	149079	19.0%

Common

Value	Count	Frequency (%)
	22870	78.8%
-	6155	21.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	813875	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	123576	15.2%
o	92649	11.4%
e	89811	11.0%
a	58914	7.2%
l	52525	6.5%
r	49049	6.0%
n	46221	5.7%
i	44851	5.5%
M	39924	4.9%
p	38251	4.7%
Other values (17)	178104	21.9%

LG_NO
Real number (ℝ)

HIGH CORRELATION

Distinct	139
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	241.42469

Minimum	1
Maximum	814
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	536.6 KiB

Quantile statistics

Minimum	1
5-th percentile	102
Q1	109
median	131
Q3	315
95-th percentile	608
Maximum	814
Range	813
Interquartile range (IQR)	206

Descriptive statistics

Standard deviation	187.76893
Coefficient of variation (CV)	0.77775365
Kurtosis	1.1317248
Mean	241.42469
Median Absolute Deviation (MAD)	30
Skewness	1.3950741
Sum	16579116
Variance	35257.171
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
110	4473	6.5%
109	3207	4.7%
131	3194	4.7%
107	2746	4.0%
125	2671	3.9%
103	2523	3.7%
104	2150	3.1%
212	2126	3.1%
101	1869	2.7%
114	1534	2.2%
Other values (129)	42179	61.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	380	0.6%
2	89	0.1%
3	209	0.3%
4	336	0.5%
101	1869	2.7%
102	1271	1.9%
103	2523	3.7%
104	2150	3.1%
105	1073	1.6%
106	1010	1.5%

Value	Count	Frequency (%)
814	595	0.9%
813	535	0.8%
812	261	0.4%
811	279	0.4%
806	162	0.2%
805	53	0.1%
804	90	0.1%
803	293	0.4%
707	77	0.1%
706	65	0.1%

LG_NAME
Text

Distinct	139
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	536.6 KiB

Length

Max length	24
Median length	21
Mean length	11.46409
Min length	3

Characters and Unicode

Total characters	787262
Distinct characters	51
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Harvey
2nd row	Bunbury (C)
3rd row	Bunbury (C)
4th row	Bunbury (C)
5th row	Bunbury (C)

Value	Count	Frequency (%)
c	39394	31.6%
wanneroo	4473	3.6%
	3980	3.2%
swan	3207	2.6%
joondalup	3194	2.6%
rockingham	2746	2.2%
stirling	2671	2.1%
cockburn	2523	2.0%
gosnells	2150	1.7%
mandurah	2126	1.7%
Other values (155)	58034	46.6%

Most occurring characters

Value	Count	Frequency (%)
a	68927	8.8%
n	68765	8.7%
	55826	7.1%
r	50452	6.4%
C	47393	6.0%
e	46243	5.9%
o	44992	5.7%
(	41435	5.3%
)	41435	5.3%
l	36324	4.6%
Other values (41)	285470	36.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	524068	66.6%
Uppercase Letter	120518	15.3%
Space Separator	55826	7.1%
Open Punctuation	41435	5.3%
Close Punctuation	41435	5.3%
Dash Punctuation	3980	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	68927	13.2%
n	68765	13.1%
r	50452	9.6%
e	46243	8.8%
o	44992	8.6%
l	36324	6.9%
i	29927	5.7%
u	24196	4.6%
t	22063	4.2%
d	18730	3.6%
Other values (14)	113449	21.6%

Uppercase Letter

Value	Count	Frequency (%)
C	47393	39.3%
M	8522	7.1%
S	7826	6.5%
B	7780	6.5%
W	6952	5.8%
G	6073	5.0%
K	5631	4.7%
A	4373	3.6%
J	4249	3.5%
R	4065	3.4%
Other values (13)	17654	14.6%

Space Separator

Value	Count	Frequency (%)
	55826	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	41435	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	41435	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3980	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	644586	81.9%
Common	142676	18.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	68927	10.7%
n	68765	10.7%
r	50452	7.8%
C	47393	7.4%
e	46243	7.2%
o	44992	7.0%
l	36324	5.6%
i	29927	4.6%
u	24196	3.8%
t	22063	3.4%
Other values (37)	205304	31.9%

Common

Value	Count	Frequency (%)
	55826	39.1%
(	41435	29.0%
)	41435	29.0%
-	3980	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	787262	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	68927	8.8%
n	68765	8.7%
	55826	7.1%
r	50452	6.4%
C	47393	6.0%
e	46243	5.9%
o	44992	5.7%
(	41435	5.3%
)	41435	5.3%
l	36324	4.6%
Other values (41)	285470	36.3%

SPEED_LIMIT
Categorical

HIGH CORRELATION IMBALANCE

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	536.6 KiB

50km/h applies in built up areas or 110km/h outside built up areas	54087
50km/h	6028
60km/h	2397
70km/h	1676
110km/h	1368
Other values (7)	3116

Length

Max length	66
Median length	66
Mean length	53.283172
Min length	6

Characters and Unicode

Total characters	3659062
Distinct characters	28
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	50km/h applies in built up areas or 110km/h outside built up areas
2nd row	50km/h applies in built up areas or 110km/h outside built up areas
3rd row	50km/h applies in built up areas or 110km/h outside built up areas
4th row	50km/h applies in built up areas or 110km/h outside built up areas
5th row	50km/h applies in built up areas or 110km/h outside built up areas

Common Values

Value	Count	Frequency (%)
50km/h applies in built up areas or 110km/h outside built up areas	54087	78.8%
50km/h	6028	8.8%
60km/h	2397	3.5%
70km/h	1676	2.4%
110km/h	1368	2.0%
80km/h	1328	1.9%
40km/h	708	1.0%
90km/h	504	0.7%
100km/h	442	0.6%
30km/h	73	0.1%
Other values (2)	61	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
built	108174	16.3%
up	108174	16.3%
areas	108174	16.3%
50km/h	60115	9.1%
110km/h	55455	8.4%
applies	54087	8.2%
in	54087	8.2%
or	54087	8.2%
outside	54087	8.2%
60km/h	2397	0.4%
Other values (8)	4792	0.7%

Most occurring characters

Value	Count	Frequency (%)
	594957	16.3%
i	270435	7.4%
u	270435	7.4%
a	270435	7.4%
s	216348	5.9%
e	216348	5.9%
p	216348	5.9%
l	162261	4.4%
t	162261	4.4%
r	162261	4.4%
Other values (18)	1116973	30.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2639931	72.1%
Space Separator	594957	16.3%
Decimal Number	301415	8.2%
Other Punctuation	122759	3.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	270435	10.2%
u	270435	10.2%
a	270435	10.2%
s	216348	8.2%
e	216348	8.2%
p	216348	8.2%
l	162261	6.1%
t	162261	6.1%
r	162261	6.1%
h	122759	4.7%
Other values (6)	570040	21.6%

Decimal Number

Value	Count	Frequency (%)
0	123201	40.9%
1	111404	37.0%
5	60115	19.9%
6	2397	0.8%
7	1676	0.6%
8	1328	0.4%
4	708	0.2%
9	504	0.2%
3	73	< 0.1%
2	9	< 0.1%

Space Separator

Value	Count	Frequency (%)
	594957	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	122759	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2639931	72.1%
Common	1019131	27.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	270435	10.2%
u	270435	10.2%
a	270435	10.2%
s	216348	8.2%
e	216348	8.2%
p	216348	8.2%
l	162261	6.1%
t	162261	6.1%
r	162261	6.1%
h	122759	4.7%
Other values (6)	570040	21.6%

Common

Value	Count	Frequency (%)
	594957	58.4%
0	123201	12.1%
/	122759	12.0%
1	111404	10.9%
5	60115	5.9%
6	2397	0.2%
7	1676	0.2%
8	1328	0.1%
4	708	0.1%
9	504	< 0.1%
Other values (2)	82	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3659062	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	594957	16.3%
i	270435	7.4%
u	270435	7.4%
a	270435	7.4%
s	216348	5.9%
e	216348	5.9%
p	216348	5.9%
l	162261	4.4%
t	162261	4.4%
r	162261	4.4%
Other values (18)	1116973	30.5%

ROUTE_NE_ID
Real number (ℝ)

Distinct	59783
Distinct (%)	87.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36249134

Minimum	141746
Maximum	6.0812068 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	536.6 KiB

Quantile statistics

Minimum	141746
5-th percentile	203327.55
Q1	216424
median	232832.5
Q3	247800
95-th percentile	2.9783466 × 10⁸
Maximum	6.0812068 × 10⁸
Range	6.0797893 × 10⁸
Interquartile range (IQR)	31376

Descriptive statistics

Standard deviation	1.0412624 × 10⁸
Coefficient of variation (CV)	2.8725167
Kurtosis	11.52105
Mean	36249134
Median Absolute Deviation (MAD)	15327
Skewness	3.4744386
Sum	2.4893005 × 10¹²
Variance	1.0842274 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
247846	200	0.3%
247653	177	0.3%
247651	152	0.2%
247804	104	0.2%
247561	99	0.1%
247595	84	0.1%
247815	70	0.1%
247857	70	0.1%
247803	67	0.1%
247616	61	0.1%
Other values (59773)	67588	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
141746	1	< 0.1%
141751	1	< 0.1%
141753	1	< 0.1%
141798	1	< 0.1%
198864	1	< 0.1%
198866	1	< 0.1%
200001	1	< 0.1%
200004	1	< 0.1%
200005	1	< 0.1%
200006	1	< 0.1%

Value	Count	Frequency (%)
608120680	1	< 0.1%
608120662	1	< 0.1%
608101468	1	< 0.1%
603044763	1	< 0.1%
602913587	2	< 0.1%
602913586	2	< 0.1%
602913585	2	< 0.1%
602913584	2	< 0.1%
602913581	1	< 0.1%
602913580	1	< 0.1%

GEOLOCSTLength
Real number (ℝ)

HIGH CORRELATION

Distinct	68613
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.020990581

Minimum	9.2797277 × 10^-6
Maximum	4.4271136
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	536.6 KiB

Quantile statistics

Minimum	9.2797277 × 10^-6
5-th percentile	0.00059783043
Q1	0.0014754407
median	0.0032134412
Q3	0.0088890085
95-th percentile	0.090785221
Maximum	4.4271136
Range	4.4271043
Interquartile range (IQR)	0.0074135678

Descriptive statistics

Standard deviation	0.091321291
Coefficient of variation (CV)	4.3505843
Kurtosis	531.41174
Mean	0.020990581
Median Absolute Deviation (MAD)	0.0022073317
Skewness	17.935057
Sum	1441.4652
Variance	0.0083395781
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.000359972346	3	< 0.1%
0.0003599709388	3	< 0.1%
2.095407854 × 10^-5	3	< 0.1%
0.001609987266	2	< 0.1%
0.0008960017839	2	< 0.1%
0.001131034747	2	< 0.1%
0.0006340218043	2	< 0.1%
0.0009690122772	2	< 0.1%
0.0008079726137	2	< 0.1%
0.0005470030288	2	< 0.1%
Other values (68603)	68649	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.279727689 × 10^-6	1	< 0.1%
9.418095048 × 10^-6	1	< 0.1%
9.433196005 × 10^-6	1	< 0.1%
9.495564153 × 10^-6	1	< 0.1%
9.495564213 × 10^-6	2	< 0.1%
9.899626207 × 10^-6	1	< 0.1%
1.08367737 × 10^-5	1	< 0.1%
1.303228564 × 10^-5	1	< 0.1%
1.817195024 × 10^-5	1	< 0.1%
2.095407854 × 10^-5	3	< 0.1%

Value	Count	Frequency (%)
4.427113629	1	< 0.1%
4.234289312	1	< 0.1%
4.177167087	1	< 0.1%
4.142640033	1	< 0.1%
3.385682454	1	< 0.1%
3.305478626	1	< 0.1%
3.033943389	1	< 0.1%
2.952415007	1	< 0.1%
2.928561639	1	< 0.1%
2.866949296	1	< 0.1%

Auto

Heatmap
Table

	CWY	END_SLK	END_TRUE_DIST	GEOLOCSTLength	LG_NO	NETWORK_TYPE	OBJECTID	RA_NAME	RA_NO	ROUTE_NE_ID	SPEED_LIMIT	START_SLK	START_TRUE_DIST
CWY	1.000	-0.157	-0.155	-0.078	0.066	0.277	-0.182	0.059	0.017	-0.065	0.265	-0.279	-0.275
END_SLK	-0.157	1.000	1.000	0.921	0.346	0.300	0.186	0.118	0.097	-0.099	0.086	0.433	0.433
END_TRUE_DIST	-0.155	1.000	1.000	0.921	0.347	0.297	0.186	0.119	0.097	-0.099	0.086	0.432	0.432
GEOLOCSTLength	-0.078	0.921	0.921	1.000	0.314	0.063	0.087	0.069	0.085	-0.124	0.042	0.170	0.169
LG_NO	0.066	0.346	0.347	0.314	1.000	0.070	0.259	0.896	0.183	-0.107	0.197	0.138	0.139
NETWORK_TYPE	0.277	0.300	0.297	0.063	0.070	1.000	0.345	0.067	0.018	0.231	0.641	0.515	0.510
OBJECTID	-0.182	0.186	0.186	0.087	0.259	0.345	1.000	0.242	0.104	-0.005	0.465	0.322	0.321
RA_NAME	0.059	0.118	0.119	0.069	0.896	0.067	0.242	1.000	0.390	-0.000	0.232	0.043	0.042
RA_NO	0.017	0.097	0.097	0.085	0.183	0.018	0.104	0.390	1.000	-0.004	0.260	0.033	0.032
ROUTE_NE_ID	-0.065	-0.099	-0.099	-0.124	-0.107	0.231	-0.005	-0.000	-0.004	1.000	0.055	0.063	0.062
SPEED_LIMIT	0.265	0.086	0.086	0.042	0.197	0.641	0.465	0.232	0.260	0.055	1.000	0.129	0.128
START_SLK	-0.279	0.433	0.432	0.170	0.138	0.515	0.322	0.043	0.033	0.063	0.129	1.000	0.997
START_TRUE_DIST	-0.275	0.433	0.432	0.169	0.139	0.510	0.321	0.042	0.032	0.062	0.128	0.997	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	OBJECTID	ROAD	ROAD_NAME	COMMON_USAGE_NAME	END_SLK	CWY	END_TRUE_DIST	NETWORK_TYPE	RA_NO	RA_NAME	LG_NO	LG_NAME	SPEED_LIMIT	ROUTE_NE_ID	GEOLOCSTLength
0	84159111	2110042	Hacket Rd	Hacket Rd	1.15	Single	1.15	Local Road	2	South West	211	Harvey	50km/h applies in built up areas or 110km/h outside built up areas	218243	0.010896
1	84159112	2040155	Knight St	Knight St	0.86	Single	0.86	Local Road	2	South West	204	Bunbury (C)	50km/h applies in built up areas or 110km/h outside built up areas	223594	0.009268
2	84159113	2040149	Timperley Rd	Timperley Rd	1.03	Single	1.03	Local Road	2	South West	204	Bunbury (C)	50km/h applies in built up areas or 110km/h outside built up areas	242482	0.011123
3	84159114	2040145	Mossop St	Mossop St	0.39	Single	0.39	Local Road	2	South West	204	Bunbury (C)	50km/h applies in built up areas or 110km/h outside built up areas	229682	0.003460
4	84159115	2040144	Guthrie St	Guthrie St	0.20	Single	0.20	Local Road	2	South West	204	Bunbury (C)	50km/h applies in built up areas or 110km/h outside built up areas	218200	0.001862
5	84159116	2040136	Floreat St	Floreat St	0.38	Single	0.38	Local Road	2	South West	204	Bunbury (C)	50km/h applies in built up areas or 110km/h outside built up areas	215255	0.003993
6	84159117	2040132	Dunstan St	Dunstan St	1.22	Single	1.22	Local Road	2	South West	204	Bunbury (C)	50km/h applies in built up areas or 110km/h outside built up areas	212950	0.011666
7	84159118	2040129	Glenroy St	Glenroy St	0.24	Single	0.24	Local Road	2	South West	204	Bunbury (C)	50km/h applies in built up areas or 110km/h outside built up areas	217005	0.002672
8	84159119	2040126	West Rd	West Rd	0.33	Single	0.33	Local Road	2	South West	204	Bunbury (C)	50km/h applies in built up areas or 110km/h outside built up areas	245510	0.003445
9	84159120	2040114	Jarvis St	Jarvis St	0.69	Single	0.69	Local Road	2	South West	204	Bunbury (C)	50km/h applies in built up areas or 110km/h outside built up areas	221750	0.006389

	OBJECTID	ROAD	ROAD_NAME	COMMON_USAGE_NAME	START_SLK	END_SLK	CWY	START_TRUE_DIST	END_TRUE_DIST	NETWORK_TYPE	RA_NO	RA_NAME	LG_NO	LG_NAME	SPEED_LIMIT	ROUTE_NE_ID	GEOLOCSTLength
68662	84227773	4240022	Dulbelling South Rd	Dulbelling South Rd	1.98	2.02	Single	1.98	2.02	Local Road	8	Wheatbelt	424	Quairading	110km/h	212793	0.000373
68663	84227774	4240022	Dulbelling South Rd	Dulbelling South Rd	5.75	5.78	Single	5.75	5.78	Local Road	8	Wheatbelt	424	Quairading	110km/h	212793	0.000273
68664	84227775	4240005	Cubbine Rd	Cubbine Rd	0.00	20.88	Single	0.00	20.88	Local Road	8	Wheatbelt	424	Quairading	110km/h	210670	0.217490
68665	84227776	4240005	Cubbine Rd	Cubbine Rd	35.90	40.16	Single	35.90	40.16	Local Road	8	Wheatbelt	424	Quairading	110km/h	210670	0.043219
68666	84227777	4240105	Andrews Rd	Andrews Rd	5.67	5.71	Single	5.67	5.71	Local Road	8	Wheatbelt	424	Quairading	110km/h	201121	0.000424
68667	84227778	4240037	Bland Rd	Bland Rd	4.08	4.14	Single	4.08	4.14	Local Road	8	Wheatbelt	424	Quairading	110km/h	204319	0.000562
68668	84227779	4240037	Bland Rd	Bland Rd	4.79	4.82	Single	4.79	4.82	Local Road	8	Wheatbelt	424	Quairading	110km/h	204319	0.000282
68669	84227780	4240023	Dangin South Rd	Dangin South Rd	14.28	14.30	Single	14.28	14.30	Local Road	8	Wheatbelt	424	Quairading	110km/h	211191	0.000188
68670	84227781	4240015	Hayes Rd	Hayes Rd	0.00	14.24	Single	0.00	14.24	Local Road	8	Wheatbelt	424	Quairading	110km/h	219241	0.132928
68671	84227782	4240026	Carter - Doodenanning Rd	Carter - Doodenanning Rd	4.22	8.11	Single	4.22	8.11	Local Road	8	Wheatbelt	424	Quairading	110km/h	207468	0.036484

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Modifier Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Modifier Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks